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EPEN-21. IMPAIRED NEURONAL-GLIAL FATE SPECIFICATION IN PEDIATRIC EPENDYMOMA REVEALED BY SINGLE-CELL RNA-SEQ
Ependymoma represents a heterogeneous disease affecting the entire neuraxis. Extensive molecular profiling efforts have identified molecular ependymoma subgroups based on DNA methylation. However, the intratumoral heterogeneity and developmental origins of these groups are only partially understood,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7715721/ http://dx.doi.org/10.1093/neuonc/noaa222.158 |
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author | Englinger, Bernhard Gojo, Johannes Jiang, Li Hübner, Jens M Shaw, McKenzie L Hack, Olivia A Madlener, Sibylle Kirchhofer, Dominik Liu, Ilon Pyrdol, Jason Hovestadt, Volker Mazzola, Emanuele Mathewson, Nathan D Trissal, Maria Lötsch, Daniela Berger, Walter Dorfer, Christian Haberler, Christine Halfmann, Angela Mayr, Lisa Peyrl, Andreas Geyeregger, Rene Pajtler, Kristian W Milde, Till Geduldig, Jack E Pelton, Kristine Czech, Thomas Ashenberg, Orr Wucherpfennig, Kai W Rozenblatt-Rosen, Orit Alexandrescu, Sanda Ligon, Keith L Pfister, Stefan M Regev, Aviv Slavc, Irene Suva, Mario L Kool, Marcel Filbin, Mariella |
author_facet | Englinger, Bernhard Gojo, Johannes Jiang, Li Hübner, Jens M Shaw, McKenzie L Hack, Olivia A Madlener, Sibylle Kirchhofer, Dominik Liu, Ilon Pyrdol, Jason Hovestadt, Volker Mazzola, Emanuele Mathewson, Nathan D Trissal, Maria Lötsch, Daniela Berger, Walter Dorfer, Christian Haberler, Christine Halfmann, Angela Mayr, Lisa Peyrl, Andreas Geyeregger, Rene Pajtler, Kristian W Milde, Till Geduldig, Jack E Pelton, Kristine Czech, Thomas Ashenberg, Orr Wucherpfennig, Kai W Rozenblatt-Rosen, Orit Alexandrescu, Sanda Ligon, Keith L Pfister, Stefan M Regev, Aviv Slavc, Irene Suva, Mario L Kool, Marcel Filbin, Mariella |
author_sort | Englinger, Bernhard |
collection | PubMed |
description | Ependymoma represents a heterogeneous disease affecting the entire neuraxis. Extensive molecular profiling efforts have identified molecular ependymoma subgroups based on DNA methylation. However, the intratumoral heterogeneity and developmental origins of these groups are only partially understood, and effective treatments are still lacking for about 50% of patients with high-risk tumors. We interrogated the cellular architecture of ependymoma using single cell/nucleus RNA-sequencing to analyze 24 tumor specimens across major molecular subgroups and anatomic locations. We additionally analyzed ten patient-derived ependymoma cell models and two patient-derived xenografts (PDXs). Interestingly, we identified an analogous cellular hierarchy across all ependymoma groups, originating from undifferentiated neural stem cell-like populations towards different degrees of impaired differentiation states comprising neuronal precursor-like, astro-glial-like, and ependymal-like tumor cells. While prognostically favorable ependymoma groups predominantly harbored differentiated cell populations, aggressive groups were enriched for undifferentiated subpopulations. Projection of transcriptomic signatures onto an independent bulk RNA-seq cohort stratified patient survival even within known molecular groups, thus refining the prognostic power of DNA methylation-based profiling. Furthermore, we identified novel potentially druggable targets including IGF- and FGF-signaling within poorly prognostic transcriptional programs. Ependymoma-derived cell models/PDXs widely recapitulated the transcriptional programs identified within fresh tumors and are leveraged to validate identified target genes in functional follow-up analyses. Taken together, our analyses reveal a developmental hierarchy and transcriptomic context underlying the biologically and clinically distinct behavior of ependymoma groups. The newly characterized cellular states and underlying regulatory networks could serve as basis for future therapeutic target identification and reveal biomarkers for clinical trials. |
format | Online Article Text |
id | pubmed-7715721 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-77157212020-12-09 EPEN-21. IMPAIRED NEURONAL-GLIAL FATE SPECIFICATION IN PEDIATRIC EPENDYMOMA REVEALED BY SINGLE-CELL RNA-SEQ Englinger, Bernhard Gojo, Johannes Jiang, Li Hübner, Jens M Shaw, McKenzie L Hack, Olivia A Madlener, Sibylle Kirchhofer, Dominik Liu, Ilon Pyrdol, Jason Hovestadt, Volker Mazzola, Emanuele Mathewson, Nathan D Trissal, Maria Lötsch, Daniela Berger, Walter Dorfer, Christian Haberler, Christine Halfmann, Angela Mayr, Lisa Peyrl, Andreas Geyeregger, Rene Pajtler, Kristian W Milde, Till Geduldig, Jack E Pelton, Kristine Czech, Thomas Ashenberg, Orr Wucherpfennig, Kai W Rozenblatt-Rosen, Orit Alexandrescu, Sanda Ligon, Keith L Pfister, Stefan M Regev, Aviv Slavc, Irene Suva, Mario L Kool, Marcel Filbin, Mariella Neuro Oncol Ependymoma Ependymoma represents a heterogeneous disease affecting the entire neuraxis. Extensive molecular profiling efforts have identified molecular ependymoma subgroups based on DNA methylation. However, the intratumoral heterogeneity and developmental origins of these groups are only partially understood, and effective treatments are still lacking for about 50% of patients with high-risk tumors. We interrogated the cellular architecture of ependymoma using single cell/nucleus RNA-sequencing to analyze 24 tumor specimens across major molecular subgroups and anatomic locations. We additionally analyzed ten patient-derived ependymoma cell models and two patient-derived xenografts (PDXs). Interestingly, we identified an analogous cellular hierarchy across all ependymoma groups, originating from undifferentiated neural stem cell-like populations towards different degrees of impaired differentiation states comprising neuronal precursor-like, astro-glial-like, and ependymal-like tumor cells. While prognostically favorable ependymoma groups predominantly harbored differentiated cell populations, aggressive groups were enriched for undifferentiated subpopulations. Projection of transcriptomic signatures onto an independent bulk RNA-seq cohort stratified patient survival even within known molecular groups, thus refining the prognostic power of DNA methylation-based profiling. Furthermore, we identified novel potentially druggable targets including IGF- and FGF-signaling within poorly prognostic transcriptional programs. Ependymoma-derived cell models/PDXs widely recapitulated the transcriptional programs identified within fresh tumors and are leveraged to validate identified target genes in functional follow-up analyses. Taken together, our analyses reveal a developmental hierarchy and transcriptomic context underlying the biologically and clinically distinct behavior of ependymoma groups. The newly characterized cellular states and underlying regulatory networks could serve as basis for future therapeutic target identification and reveal biomarkers for clinical trials. Oxford University Press 2020-12-04 /pmc/articles/PMC7715721/ http://dx.doi.org/10.1093/neuonc/noaa222.158 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of the Society for Neuro-Oncology. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Ependymoma Englinger, Bernhard Gojo, Johannes Jiang, Li Hübner, Jens M Shaw, McKenzie L Hack, Olivia A Madlener, Sibylle Kirchhofer, Dominik Liu, Ilon Pyrdol, Jason Hovestadt, Volker Mazzola, Emanuele Mathewson, Nathan D Trissal, Maria Lötsch, Daniela Berger, Walter Dorfer, Christian Haberler, Christine Halfmann, Angela Mayr, Lisa Peyrl, Andreas Geyeregger, Rene Pajtler, Kristian W Milde, Till Geduldig, Jack E Pelton, Kristine Czech, Thomas Ashenberg, Orr Wucherpfennig, Kai W Rozenblatt-Rosen, Orit Alexandrescu, Sanda Ligon, Keith L Pfister, Stefan M Regev, Aviv Slavc, Irene Suva, Mario L Kool, Marcel Filbin, Mariella EPEN-21. IMPAIRED NEURONAL-GLIAL FATE SPECIFICATION IN PEDIATRIC EPENDYMOMA REVEALED BY SINGLE-CELL RNA-SEQ |
title | EPEN-21. IMPAIRED NEURONAL-GLIAL FATE SPECIFICATION IN PEDIATRIC EPENDYMOMA REVEALED BY SINGLE-CELL RNA-SEQ |
title_full | EPEN-21. IMPAIRED NEURONAL-GLIAL FATE SPECIFICATION IN PEDIATRIC EPENDYMOMA REVEALED BY SINGLE-CELL RNA-SEQ |
title_fullStr | EPEN-21. IMPAIRED NEURONAL-GLIAL FATE SPECIFICATION IN PEDIATRIC EPENDYMOMA REVEALED BY SINGLE-CELL RNA-SEQ |
title_full_unstemmed | EPEN-21. IMPAIRED NEURONAL-GLIAL FATE SPECIFICATION IN PEDIATRIC EPENDYMOMA REVEALED BY SINGLE-CELL RNA-SEQ |
title_short | EPEN-21. IMPAIRED NEURONAL-GLIAL FATE SPECIFICATION IN PEDIATRIC EPENDYMOMA REVEALED BY SINGLE-CELL RNA-SEQ |
title_sort | epen-21. impaired neuronal-glial fate specification in pediatric ependymoma revealed by single-cell rna-seq |
topic | Ependymoma |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7715721/ http://dx.doi.org/10.1093/neuonc/noaa222.158 |
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